Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 0.140207 0.152658 0.166131 0.181867 0.199833 0.219818 0.243884
2025-07-20 0.122933 0.140887 0.161841 0.188435 0.221779 0.262894 0.318559
2025-07-27 0.111657 0.132767 0.158812 0.194042 0.241673 0.305779 0.402298
2025-08-03 0.103195 0.126234 0.155918 0.198199 0.259101 0.347638 0.494848
2025-08-10 0.094890 0.118582 0.150138 0.196940 0.267904 0.377992 0.577905
2025-08-17 0.085971 0.109061 0.140547 0.188635 0.264377 0.387870 0.628522
2025-08-24 0.079769 0.102619 0.134473 0.184502 0.266279 0.406419 0.700358
2025-08-31 0.075414 0.098339 0.130993 0.183718 0.273195 0.434678 0.801519
2025-09-07 0.071922 0.094973 0.128478 0.184020 0.281776 0.467563 0.926324
2025-09-14 0.067080 0.089291 0.121992 0.177135 0.276538 0.472142 0.984164
2025-09-21 0.063080 0.084601 0.116675 0.171648 0.273066 0.479595 1.053300
2025-09-28 0.059867 0.080897 0.112624 0.167902 0.272329 0.492725 1.145453
2025-10-05 0.058649 0.080201 0.113359 0.172687 0.289222 0.550491 1.417396
2025-10-12 0.057700 0.079864 0.114648 0.178627 0.309599 0.623332 1.812709
2025-10-19 0.056646 0.079282 0.115469 0.183780 0.329285 0.701597 2.330341
2025-10-26 0.055423 0.078345 0.115602 0.187614 0.346774 0.780728 2.984842
2025-11-02 0.053456 0.076088 0.113304 0.186447 0.352463 0.826922 3.541476
2025-11-09 0.050586 0.072220 0.107974 0.178764 0.341344 0.815982 3.689357
2025-11-16 0.048520 0.069588 0.104677 0.174936 0.339269 0.835312 4.128532
2025-11-23 0.047070 0.067909 0.102968 0.174210 0.344910 0.883965 4.969960
2025-11-30 0.045866 0.066582 0.101801 0.174490 0.353215 0.946260 6.206979
2025-12-07 0.043781 0.063686 0.097647 0.168107 0.342878 0.932831 6.476987
2025-12-14 0.041992 0.061233 0.094197 0.163014 0.335504 0.929888 6.931907